Hasan Farooq - RankMe

52 papers B 10C 2Misc 1Journal 29Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimizing Reinforcement Learning Training over Digital Twin Enabled Multi-fidelity Networks. CoRR Hanzhi Yu, Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury, Mingzhe Chen
2025	J	`jnl`	Entropy Field Decomposition Based Outage Detection for Ultra-Dense Networks. IEEE Access Ahmad Asghar, Hasan Farooq, Haneya Naeem Qureshi, Adnan A. Abu-Dayya, Ali Imran
2025	—	`conf`	Localization Lens for Improving Medical Vision-Language Models. MICCAI (9) Hasan Farooq, Murtaza Taj, Mehwish Nasim, Arif Mahmood
2025	B	`conf`	Optimizing Training of Policies on Hierarchical Multi-fidelity Environments. GLOBECOM Hanzhi Yu, Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury, Mingzhe Chen
2025	B	`conf`	Secondary Carrier Prediction Under the Lens of Multi-Task Learning Paradigm. NOMS Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury
2025	J	`jnl`	Through the telecom lens: Are all training samples important? CoRR Shruti Bothe, Illyyne Saffar, Aurelie Boisbunon, Hasan Farooq, Julien Forgeat, Md Moin Uddin Chowdhury
2024	J	`jnl`	An AI-Enabled Framework to Defend Ingenious MDT-Based Attacks on the Emerging Zero Touch Cellular Networks. IEEE Netw. Aneeqa Ijaz, Waseem Raza, Hasan Farooq, Marvin Manalastas, Ali Imran
2024	—	`conf`	Multi-Task Learning as Enabler for General-Purpose AI-Native RAN. ICC Workshops Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury
2024	J	`jnl`	Multi-Task Learning as enabler for General-Purpose AI-native RAN. CoRR Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury
2023	J	`jnl`	A Framework to Address Mobility Management Challenges in Emerging Networks. IEEE Wirel. Commun. Syed Muhammad Asad Zaidi, Hasan Farooq, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran
2023	J	`jnl`	An AI-Enabled Framework to Defend Ingenious MDT-based Attacks on the Emerging Zero Touch Cellular Networks. CoRR Aneeqa Ijaz, Waseem Raza, Hasan Farooq, Marvin Manalastas, Ali Imran
2023	J	`jnl`	Interpretable AI-Based Large-Scale 3D Pathloss Prediction Model for Enabling Emerging Self-Driving Networks. IEEE Trans. Mob. Comput. Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
2023	B	`conf`	Time-Series Prediction using Nature-Inspired Small Models and Curriculum Learning. PIMRC Shruti Bothe, Hasan Farooq, Julien Forgeat, Kristijonas Cyras
2023	J	`jnl`	Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework. IEEE Commun. Surv. Tutorials Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran
2023	J	`jnl`	Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework. CoRR Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran
2022	—	`conf`	Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case. ICC Workshops Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Per Karlsson
2022	J	`jnl`	Interpretable AI-based Large-scale 3D Pathloss Prediction Model for enabling Emerging Self-Driving Networks. CoRR Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
2021	—	`conf`	Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks. ICC Workshops Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Meral Shirazipour, Per Karlsson
2021	J	`jnl`	Coordinated Reinforcement Learning for Optimizing Mobile Networks. CoRR Maxime Bouton, Hasan Farooq, Julien Forgeat, Shruti Bothe, Meral Shirazipour, Per Karlsson
2020	J	`jnl`	Can Machine Learning Be Used to Recognize and Diagnose Coughs? CoRR Charles Bales, Charles N. John, Hasan Farooq, Usama Masood, Muhammad Nabeel, Ali Imran
2020	—	`conf`	Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks. BlackSeaCom Jamale Benitez Porch, Chuan Heng Foh, Hasan Farooq, Ali Imran
2020	J	`jnl`	Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions. IEEE Access Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
2020	J	`jnl`	Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions. CoRR Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
2020	J	`jnl`	Mobility Prediction Based Proactive Dynamic Network Orchestration for Load Balancing With QoS Constraint (OPERA). IEEE Trans. Veh. Technol. Hasan Farooq, Ahmad Asghar, Ali Imran
2020	—	`conf`	Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. BlackSeaCom Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
2020	J	`jnl`	Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. CoRR Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
2020	J	`jnl`	SyntheticNET: A 3GPP Compliant Simulator for AI Enabled 5G and Beyond. IEEE Access Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
2020	—	`conf`	Where to Go Next?: A Realistic Evaluation of AI-Assisted Mobility Predictors for HetNets. CCNC Marvin Manalastas, Hasan Farooq, Syed Muhammad Asad Zaidi, Ali Imran
2019	B	`conf`	A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks. GLOBECOM Usama Masood, Hasan Farooq, Ali Imran
2019	—	`conf`	AI Empowered Smart User Association in LTE Relays HetNets. ICC Workshops Hasan Farooq, Ali Imran, Mona Jaber
2019	J	`jnl`	Analytical Modeling for Mobility Signalling in Ultradense HetNets. IEEE Trans. Veh. Technol. Azar Taufique, Abdelrahim Mohamed, Hasan Farooq, Ali Imran, Rahim Tafazolli
2019	C	`conf`	Distilled Deep Learning based Classification of Abnormal Heartbeat Using ECG Data through a Low Cost Edge Device. ISCC Morghan Hartmann, Hasan Farooq, Ali Imran
2019	Misc	`conf`	Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks. ICNC Ben Hughes, Shruti Bothe, Hasan Farooq, Ali Imran
2019	—	`conf`	Outage Detection for Millimeter Wave Ultra-Dense HetNets in High Fading Environments. ICC Ahmad Asghar, Hasan Farooq, Ali Imran
2019	—	`conf`	What Machine Learning Predictor Performs Best for Mobility Prediction in Cellular Networks? ICC Workshops Hana Gebrie, Hasan Farooq, Ali Imran
2018	C	`conf`	Can Temperature Be Used as a Predictor of Data Traffic? A Real Network Big Data Analysis. BDCAT Muhammad Nauman Rafiq, Hasan Farooq, Ahmed Zoha, Ali Imran
2018	B	`conf`	Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis. PIMRC Ahmad Asghar, Hasan Farooq, Ali Imran
2018	J	`jnl`	Concurrent Optimization of Coverage, Capacity, and Load Balance in HetNets Through Soft and Hard Cell Association Parameters. IEEE Trans. Veh. Technol. Ahmad Asghar, Hasan Farooq, Ali Imran
2018	J	`jnl`	Leveraging Intelligence from Network CDR Data for Interference Aware Energy Consumption Minimization. IEEE Trans. Mob. Comput. Ahmed Zoha, Arsalan Saeed, Hasan Farooq, Ali Rizwan, Ali Imran, Muhammad Ali Imran
2018	B	`conf`	Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets. GLOBECOM Hasan Farooq, Ahmad Asghar, Ali Imran
2018	J	`jnl`	Mobility Prediction-Based Autonomous Proactive Energy Saving (AURORA) Framework for Emerging Ultra-Dense Networks. IEEE Trans. Green Commun. Netw. Hasan Farooq, Ahmad Asghar, Ali Imran
2018	J	`jnl`	Proactive Caching at the Edge Leveraging Influential User Detection in Cellular D2D Networks. Future Internet Anwar Said, Syed Waqas Haider Shah, Hasan Farooq, Adnan Noor Mian, Ali Imran, Jon Crowcroft
2018	J	`jnl`	Self-Healing in Emerging Cellular Networks: Review, Challenges, and Research Directions. IEEE Commun. Surv. Tutorials Ahmad Asghar, Hasan Farooq, Ali Imran
2017	B	`conf`	A novel load-aware cell association for simultaneous network capacity and user QoS optimization in emerging HetNets. PIMRC Ahmad Asghar, Hasan Farooq, Ali Imran
2017	J	`jnl`	Coordinated Multi-Point Clustering Schemes: A Survey. IEEE Commun. Surv. Tutorials Selcuk Bassoy, Hasan Farooq, Muhammad Ali Imran, Ali Imran
2017	B	`conf`	Fault prediction and reliability analysis in a real cellular network. IWCMC Yash Kumar, Hasan Farooq, Ali Imran
2017	J	`jnl`	Spatiotemporal Mobility Prediction in Proactive Self-Organizing Cellular Networks. IEEE Commun. Lett. Hasan Farooq, Ali Imran
2016	J	`jnl`	A multi-objective performance modelling framework for enabling self-optimisation of cellular network topology and configurations. Trans. Emerg. Telecommun. Technol. Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
2015	B	`conf`	Continuous Time Markov Chain Based Reliability Analysis for Future Cellular Networks. GLOBECOM Hasan Farooq, Md. Salik Parwez, Ali Imran
2015	B	`conf`	Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering. GLOBECOM Md. Salik Parwez, Hasan Farooq, Ali Imran, Hazem H. Refai
2013	J	`jnl`	Energy, Traffic Load, and Link Quality Aware Ad Hoc Routing Protocol for Wireless Sensor Network Based Smart Metering Infrastructure. Int. J. Distributed Sens. Networks Hasan Farooq, Low Tang Jung
2012	J	`jnl`	Principal Component Analysis-Linear Discriminant Analysis Feature Extractor for Pattern Recognition CoRR Aamir Khan, Hasan Farooq